Towards LLM Agents for Earth Observation.

arXiv:2504.12110v3 Announce Type: replace Abstract: Earth Observation (EO) provides critical planetary data for environmental monitoring, disaster management, climate science, and other scientific domains. In this work we ask: Are AI systems ready for reliable